{"id":"W4387420991","doi":"10.1111/jcpp.13904","title":"Subtyping at‐risk adolescents for predicting response toward insomnia prevention program","year":2023,"lang":"en","type":"article","venue":"Journal of Child Psychology and Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Insomnia; Anxiety; Subgroup analysis; Medicine; Hazard ratio; Psychiatry; Mood; Psychology; Confidence interval; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001883727,0.0003931996,0.0005169153,0.0009054728,0.0003816612,0.0004688531,0.0003927858,0.0004831591,0.001559632],"category_scores_gemma":[0.00481604,0.0001532982,0.001122478,0.0005693595,0.0001945876,0.00033223,0.0004849314,0.0006448412,0.0001674039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004693065,"about_ca_system_score_gemma":0.0007758201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003447643,"about_ca_topic_score_gemma":0.005611848,"domain_scores_codex":[0.9989778,0.0004370935,0.000134096,0.0001254615,0.0002166504,0.0001090203],"domain_scores_gemma":[0.9977063,0.0006494625,0.0009988948,0.0001046028,0.000193604,0.0003470428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00141435,0.000680681,0.9889995,0.00005831475,0.0001417928,0.00001575113,0.0001784957,0.0001223926,0.0003665134,0.00002291072,0.0001477221,0.007851467],"study_design_scores_gemma":[0.0001440021,0.00144542,0.9963452,0.00003965084,0.0001755991,0.00004416673,0.0001653854,0.001165109,0.0002629404,0.00006454948,0.0001426533,0.000005367243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999063,0.0001383616,0.0002539438,0.0000459708,0.000007554778,0.0001266882,0.0001413088,0.000006003679,0.0002172082],"genre_scores_gemma":[0.9990234,0.00006123422,0.0004885215,0.00001581879,0.000005154853,0.0001341409,0.0002225894,0.000001947191,0.00004720627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003447643,"threshold_uncertainty_score":0.009962261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745706573936401,"score_gpt":0.348420435155676,"score_spread":0.330963369416312,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}